Application of NARMA L2 controller for Load frequency control of multi-area power system

被引：0
|
作者：
Nath, V. [1 ]
Sambariya, D. K. [1 ]
机构：
[1] Rajasthan Tech Univ, Dept Elect Engn, Kota, India
来源：
PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO'16) | 2016年
关键词：
Automatic load frequency control (ALFC); Proportional-Integral-Derivative (PID) Controller; Non Linear Auto Regressive Moving Average (NARMA-L2); Ziegler-Nichols (ZN-PID); MAT-LAB/SIMULATION;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Most important problem in an interconnected area is to maintain frequency in a tolerable limit. In this paper study of automatic load frequency control is carried out for a multi-area power system using an intelligent controller. NARMA-L2 controller is used for investigating the dynamic response of the frequency and Tie-line power in the interconnected area. By using the conventional controller the performance is improved, but it is slow. The efficiency of an intelligent controller for frequency control is carried by using MATLAB software. The Peak-overshoot, Peak-undershoot, Settling-time of the responses carried out by the trained controller is better than the conventional controller.
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页数：7
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